Statistics 154/254: Statistical Machine Learning

UC Berkeley, Spring 2026

Calendar (tentative)
Date Day Note Topic Assignment
Jan 21 Wednesday Lecture Course policies
Jan 23 Friday Lecture Unit 1
Jan 26 Monday Lecture + Labs Linear regression setup Lab 1 due Tu. 01/27
Jan 28 Wednesday Lecture LR (OLS as ERM and lin. proj.)
Jan 30 Friday Lecture LR (Bayes for least squares, transformations)
Feb 2 Monday Lecture + Labs